Model: "sequential_1"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 conv2d_4 (Conv2D)           (None, 48, 48, 64)        640       
                                                                 
 batch_normalization_4 (Bat  (None, 48, 48, 64)        256       
 chNormalization)                                                
                                                                 
 activation_4 (Activation)   (None, 48, 48, 64)        0         
                                                                 
 max_pooling2d_4 (MaxPoolin  (None, 24, 24, 64)        0         
 g2D)                                                            
                                                                 
 conv2d_5 (Conv2D)           (None, 24, 24, 128)       204928    
                                                                 
 batch_normalization_5 (Bat  (None, 24, 24, 128)       512       
 chNormalization)                                                
                                                                 
 activation_5 (Activation)   (None, 24, 24, 128)       0         
                                                                 
 max_pooling2d_5 (MaxPoolin  (None, 12, 12, 128)       0         
 g2D)                                                            
                                                                 
 conv2d_6 (Conv2D)           (None, 12, 12, 512)       590336    
                                                                 
 batch_normalization_6 (Bat  (None, 12, 12, 512)       2048      
 chNormalization)                                                
                                                                 
 activation_6 (Activation)   (None, 12, 12, 512)       0         
                                                                 
 max_pooling2d_6 (MaxPoolin  (None, 6, 6, 512)         0         
 g2D)                                                            
                                                                 
 conv2d_7 (Conv2D)           (None, 6, 6, 512)         2359808   
                                                                 
 batch_normalization_7 (Bat  (None, 6, 6, 512)         2048      
 chNormalization)                                                
                                                                 
 activation_7 (Activation)   (None, 6, 6, 512)         0         
                                                                 
 max_pooling2d_7 (MaxPoolin  (None, 3, 3, 512)         0         
 g2D)                                                            
                                                                 
 flatten (Flatten)           (None, 4608)              0         
                                                                 
 dense (Dense)               (None, 256)               1179904   
                                                                 
 batch_normalization_8 (Bat  (None, 256)               1024      
 chNormalization)                                                
                                                                 
 activation_8 (Activation)   (None, 256)               0         
                                                                 
 dropout (Dropout)           (None, 256)               0         
                                                                 
 dense_1 (Dense)             (None, 512)               131584    
                                                                 
 batch_normalization_9 (Bat  (None, 512)               2048      
 chNormalization)                                                
                                                                 
 activation_9 (Activation)   (None, 512)               0         
                                                                 
 dropout_1 (Dropout)         (None, 512)               0         
                                                                 
 dense_2 (Dense)             (None, 9)                 4617      
                                                                 
=================================================================
Total params: 4479753 (17.09 MB)
Trainable params: 4475785 (17.07 MB)
Non-trainable params: 3968 (15.50 KB)
_________________________________________________________________